Andrew Beam

@AndrewLBeam

Machine learning for medicine. Assistant Professor, / || Founding Head of Machine Learning, Generate: Bio, Inc

Boston, MA
Vrijeme pridruživanja: ožujak 2013.

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    1/9 Quick synopsis of our recent double-blind randomized study on computer-aided polyp detection in , which can be found here:

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    2. velj

    We'll be doing a FB Live Q&A with PRI the World and Harvard Forum on Monday Feb 3 at 11:30 am. Send questions and tune in!

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    how to mess with your coworkers

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    2. velj

    The 1986 classic 'Parallel Distributed Processing' uses the term 'threshold function' instead of 'rectified linear unit'. I prefer the 1986 version :)

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    2. velj
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    2. velj

    How to get "2 orders of magnitude better power efficiency and 1 order of magnitude better performance density compared with Tesla V100 GPU," while maintaining high training efficiency and accuracy w/

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    2. velj

    There is one topic that’s always my twitter Achilles heel: stats “vs” ML debates. Their existence frustrates me and I can never help myself. So, a few months back, I promised myself that the next time one came up, instead of entering the scrum, I’d just write a post. So.. 1/3

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    6. lis 2019.

    Detecting Local Insights from Global Labels:

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  9. proslijedio/la je Tweet
    31. sij

    A guide that can be applied to (almost) any field of research and something I wish that I had read two years ago when I was starting grad school!

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    31. sij
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  11. proslijedio/la je Tweet
    29. sij

    Medicine is going to be changed by the application of ML to health care and biomedical discovery. DBMI is looking for AI/ML researchers to join our tenure-track faculty to lead research to effect that change in the most effective, safe and rapid way.

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  12. proslijedio/la je Tweet
    29. sij
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  13. proslijedio/la je Tweet
    28. sij

    Ever wonder, are there any machine learning applications actually being used to care for patients in health care? If yes, check out our new review: In it, we ( ) present 21 ML products translated into clinical care THREAD

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    28. sij

    "What's wrong with computational notebooks?" The 9 pain points this user study highlighted me, both as a notebook user and from our experience running Kaggle's hosted notebook implementation (commentary in thread)

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  15. proslijedio/la je Tweet
    27. sij
    Odgovor korisnicima

    A key feature of vtree is that it doesn’t just *draw* CONSORT diagrams, it *calculates* patient numbers too. And vtree has innumerable other applications.

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  16. proslijedio/la je Tweet
    27. sij

    In a opinion essay I wrote with we ask Epic to stop its aggressive campaign opposing interoperability and to not block patients' rights to computable copies of their health data.

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  17. proslijedio/la je Tweet
    26. sij

    You can’t pick your doctor in the ER. But your doctor can pick you. Two implications: 1) A lot of "practice variation" may be *preference* variation 2) Don't assume "as-if-random assignment" to docs Thread on a new, short paper

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    This original application of with clear clinical potential deserved to be in our top picks of 2019. Worth noting: data and code are also !

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  19. proslijedio/la je Tweet
    26. sij
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    I had a go in the past. But it relies on DiagrammeR_0.9.2, an older version. Code here

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  20. proslijedio/la je Tweet
    26. sij
    Odgovor korisnicima

    vtree can draw full CONSORT diagrams except for the visual style. See and

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